Efficient Object Detection and Classification of Heat Emitting Objects from Infrared Images Based on Deep Learning
Sign Up to like & getrecommendations! Published in 2020 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-08616-z
Abstract: Object detection from infrared (IR) images recently attracted attention of researches. There are several techniques that can be performed on images in order to detect objects. Deep learning is an efficient technique among these techniques… read more here.
Keywords: object detection; infrared images; classification; deep learning ... See more keywords
Automatic detection of photovoltaic module defects in infrared images with isolated and develop-model transfer deep learning
Sign Up to like & getrecommendations! Published in 2020 at "Solar Energy"
DOI: 10.1016/j.solener.2020.01.055
Abstract: Abstract With the rising use of photovoltaic and ongoing installation of large-scale photovoltaic systems worldwide, the automation of photovoltaic monitoring methods becomes important, as manual/visual inspection has limited applications. This research work deals with automatic… read more here.
Keywords: deep learning; model; transfer; photovoltaic ... See more keywords
Deep Generative Modeling of Infrared Images Provides Signature of Cracking in Cross-Linked Polyethylene Pipe.
Sign Up to like & getrecommendations! Published in 2023 at "ACS applied materials & interfaces"
DOI: 10.1021/acsami.3c02564
Abstract: Hyperspectral infrared (IR) images contain a large amount of highly spatially resolved information about the chemical composition of a sample. However, the analysis of hyperspectral IR imaging data for complex heterogeneous systems can be challenging… read more here.
Keywords: generative modeling; cross linked; linked polyethylene; infrared images ... See more keywords
Dual-branch feature encoding framework for infrared images super-resolution reconstruction
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DOI: 10.1038/s41598-024-60238-9
Abstract: Infrared thermal imaging is a passive non-contact detection and identification technology, which is not subject to electromagnetic infection and good concealment, is widely used in military and commercial fields. However, due to the limitations of… read more here.
Keywords: framework infrared; reconstruction; infrared images; resolution ... See more keywords
Advanced enhancement technique for infrared images of wind turbine blades utilizing adaptive difference multi-scale top-hat transformation
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-66423-0
Abstract: Enhancing infrared images is essential for detecting wind turbine blades using infrared technology. This paper introduces an Infrared Image Enhancement Method based on Adaptive Iterative Cutoff Threshold Difference Multi-Scale Top-Hat Transformation (AICT-DMTH) to address the… read more here.
Keywords: method; infrared images; scale; difference ... See more keywords
OB-TSASA Guided Soft Voting Ensemble Classifier for Breast Cancer Classification Using Thermal Infrared Images
Sign Up to like & getrecommendations! Published in 2024 at "IETE Journal of Research"
DOI: 10.1080/03772063.2024.2420730
Abstract: Nowadays, the use of thermal infrared images has become more popular in breast cancer detection. Thermal image analysis with machine learning algorithms allows physicians to make accurate decisions on cancer diagnostics. Hence, this paper introduces… read more here.
Keywords: cancer; breast cancer; thermal infrared; infrared images ... See more keywords
Automatic internal crack detection from a sequence of infrared images with a triple-threshold Canny edge detector
Sign Up to like & getrecommendations! Published in 2018 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/aa9857
Abstract: Visual inspection and assessment of the condition of metal structures are essential for safety. Pulse thermography produces visible infrared images, which have been widely applied to detect and characterize defects in structures and materials. When… read more here.
Keywords: detection; sequence infrared; internal crack; infrared images ... See more keywords
Using Deep Learning in Infrared Images to Enable Human Gesture Recognition for Autonomous Vehicles
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2990636
Abstract: The realization of a novel human gesture recognition algorithm is essential to enable the effective collision avoidance of autonomous vehicles. Compared to visible spectrum cameras, the use of infrared imaging can enable more robust human… read more here.
Keywords: infrared images; gesture; autonomous vehicles; human gesture ... See more keywords
From Coarse to Fine (FC2F): A New Scheme of Colorizing Thermal Infrared Images
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DOI: 10.1109/access.2020.3000481
Abstract: Colorization of the thermal infrared image is an unsolved problem because usually there is no one-to-one relationship between an object’s color and its temperature. In this paper, we propose a new colorization scheme to address… read more here.
Keywords: new scheme; colorization; infrared images; thermal infrared ... See more keywords
Research on Rapid Position of Axle Box in High-Noise Infrared Images Acquired by Trackside
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2023.3334013
Abstract: Axle box bearing is an important part of the rotating part of the bogie, and its state is related to the running safety of the train. For fault diagnosis and condition monitoring, vibration and temperature… read more here.
Keywords: axle box; image; position; infrared images ... See more keywords
Refined Anchor-Free Model With Feature Enhancement Mechanism for Ship Detection in Infrared Images
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2025.3569294
Abstract: Ship detection in infrared images has found wide applications in both civil and military fields. Nowadays, infrared ship images serve as an irreplaceable information source for marine surveillance tasks due to the all-day and all-weather… read more here.
Keywords: detection; ship detection; detection infrared; anchor free ... See more keywords